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      Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets

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          Abstract

          Background and objectives: Alzheimer’s disease (AD) is a progressive neurodegenerative disease that results in severe dementia. Having ischemic strokes (IS) is one of the risk factors of the AD, but the molecular mechanisms that underlie IS and AD are not well understood. We thus aimed to identify common molecular biomarkers and pathways in IS and AD that can help predict the progression of these diseases and provide clues to important pathological mechanisms. Materials and Methods: We have analyzed the microarray gene expression datasets of IS and AD. To obtain robust results, combinatorial statistical methods were used to analyze the datasets and 26 transcripts (22 unique genes) were identified that were abnormally expressed in both IS and AD. Results: Gene Ontology (GO) and KEGG pathway analyses indicated that these 26 common dysregulated genes identified several altered molecular pathways: Alcoholism, MAPK signaling, glycine metabolism, serine metabolism, and threonine metabolism. Further protein–protein interactions (PPI) analysis revealed pathway hub proteins PDE9A, GNAO1, DUSP16, NTRK2, PGAM2, MAG, and TXLNA. Transcriptional and post-transcriptional components were then identified, and significant transcription factors (SPIB, SMAD3, and SOX2) found. Conclusions: Protein–drug interaction analysis revealed PDE9A has interaction with drugs caffeine, γ-glutamyl glycine, and 3-isobutyl-1-methyl-7H-xanthine. Thus, we identified novel putative links between pathological processes in IS and AD at transcripts levels, and identified possible mechanistic and gene expression links between IS and AD.

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          Most cited references23

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          TRANSFAC: a database on transcription factors and their DNA binding sites.

          TRANSFAC is a database about eukaryotic transcription regulating DNA sequence elements and the transcription factors binding to and acting through them. This report summarizes the present status of this database and accompanying retrieval tools.
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            Sox2 deficiency causes neurodegeneration and impaired neurogenesis in the adult mouse brain.

            In many species, the Sox2 transcription factor is a marker of the nervous system from the beginning of its development, and we have previously shown that Sox2 is expressed in embryonic neural stem cells. It is also expressed in, and is essential for, totipotent inner cell mass stem cells and other multipotent cell lineages, and its ablation causes early embryonic lethality. To investigate the role of Sox2 in the nervous system, we generated different mouse mutant alleles: a null allele (Sox2beta-geo 'knock-in'), and a regulatory mutant allele (Sox2DeltaENH), in which a neural cell-specific enhancer is deleted. Sox2 is expressed in embryonic early neural precursors of the ventricular zone and, in the adult, in ependyma (a descendant of the ventricular zone). It is also expressed in the vast majority of dividing precursors in the neurogenic regions, and in a small proportion of differentiated neurones, particularly in the thalamus, striatum and septum. Compound Sox2(beta-geo/DeltaENH) heterozygotes show important cerebral malformations, with parenchymal loss and ventricle enlargement, and L-dopa-rescuable circling behaviour and epilepsy. We observed striking abnormalities in neurones; degeneration and cytoplasmic protein aggregates, a feature common to diverse human neurodegenerative diseases, are observed in thalamus, striatum and septum. Furthermore, ependymal cells show ciliary loss and pathological lipid inclusions. Finally, precursor cell proliferation and the generation of new neurones in adult neurogenic regions are greatly decreased, and GFAP/nestin-positive hippocampal cells, which include the earliest neurogenic precursors, are strikingly diminished. These findings highlight a crucial and unexpected role for Sox2 in the maintenance of neurones in selected brain areas, and suggest a contribution of neural cell proliferative defects to the pathological phenotype.
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              Stroke, Vascular Dementia, and Alzheimer's Disease: Molecular Links.

              Stroke is a brain disease that occurs when blood flow stops, resulting in reduced oxygen supply to neurons. Stroke occurs at any time and at any age, but increases after the age of 55. It is the second leading cause of death and the third leading cause of disability-adjusted, life-years. The pathophysiology of ischemic stroke is complex and recent molecular, cellular, and animal models and postmortem brain studies have revealed that multiple cellular changes have been implicated, including oxidative stress/mitochondrial dysfunction, inflammatory responses, micro RNA alterations, and marked changes in brain proteins. These cellular changes provide new information for developing therapeutic strategies for ischemic stroke treatment. Research also revealed that stroke increases with a number of modifiable factors and most strokes can be prevented and/or controlled through pharmacological or surgical interventions and lifestyle changes. Ischemic stroke is the major risk factor for vascular dementia and Alzheimer's disease. This review summarizes the latest research findings on stroke, including causal factors and molecular links between stroke and vascular disease/Alzheimer's disease.
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                Author and article information

                Journal
                Medicina (Kaunas)
                medicina
                Medicina
                MDPI
                1010-660X
                1648-9144
                22 May 2019
                May 2019
                : 55
                : 5
                : 191
                Affiliations
                [1 ]Department of Biochemistry and Biotechnology, School of Biomedical Science, Khwaja Yunus Ali University, Sirajgonj 6751, Bangladesh; toyfiquz19@ 123456gmail.com
                [2 ]Department of Biotechnology and Genetic Engineering, Islamic University, Kushtia 7003, Bangladesh; taniaislam1304@ 123456gmail.com (T.I.); faruqueebt2008@ 123456gmail.com (H.M.F.); jamalbtg@ 123456gmail.com (M.A.H.M.J.)
                [3 ]Department of Statistics, Begum Rokeya University, Rangpur 5400, Bangladesh, shahjaman_brur@ 123456yahoo.com
                [4 ]Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia; fazlul.huq@ 123456sydney.edu.au
                [5 ]Bone Biology Division, Garvan Institute of Medical Research, Darlinghurst, NSW 2010, Australia; j.quinn@ 123456garvan.org.au
                Author notes
                [* ]Correspondence: rezanur12@ 123456yahoo.com (M.R.R.); mohammad.moni@ 123456sydney.edu.au (M.A.M.); Tel.: +880-75163682-4 (M.R.R.); +61-(02)86278865 (M.A.M.)
                [†]

                These two authors have made an equal contribution and hold joint first authorship for this work.

                Author information
                https://orcid.org/0000-0002-8739-8714
                https://orcid.org/0000-0002-2254-7758
                https://orcid.org/0000-0002-7596-8441
                Article
                medicina-55-00191
                10.3390/medicina55050191
                6572146
                31121943
                b61e3306-cb91-4aac-82e8-b8e771b6a1e1
                © 2019 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 14 February 2019
                : 17 May 2019
                Categories
                Article

                alzheimer’s disease,ischemic stroke,drug targets,biomarker signatures,differentially expressed genes,protein–protein interaction,protein–drug interactions

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